Concepedia

Variational Message Passing

Variational Message Passing is a variational inference algorithm that operates within the family of expectation propagation methods, distinguished by its use of local message-passing rules on factor graphs to iteratively update approximate posterior distributions in conjugate exponential-family models.

44

Publications

2.3K

Citations

102

Authors

47

Institutions

Publications per year

2017–2026

23

Parents

Publications

44

Variational Message Passing

John Winn, Chris Bishop · Edinburgh Research Explorer (University of Edinburgh) · 2005 · 647 citations · Full text

, , +16

On Variational Message Passing on Factor Graphs

Justin Dauwels · 2007 · 177 citations

, , +15

Neuronal message passing using Mean-field, Bethe, and Marginal approximations

Thomas Parr, Dimitrije Marković, Stefan J. Kiebel et al. · Scientific Reports · 2019 · 143 citations · Full text

, , +16

Convergent message passing algorithms - a unifying view

Talya Meltzer, Amir Globerson, Yair Weiss · arXiv (Cornell University) · 2012 · 106 citations · Full text

, , +13

Cooperative Joint Localization and Clock Synchronization Based on Gaussian Message Passing in Asynchronous Wireless Networks

Weijie Yuan, Nan Wu, Bernhard Etzlinger et al. · IEEE Transactions on Vehicular Technology · 2016 · 101 citations · Full text

, , +16

1–5 of 44

Authors

102

  1. MP
    M. P. Wand

    UNSW Sydney, Australia

    4 publications · 151 citations

    4

    h-index

  2. BH
    Bernard H. Fleury

    Aalborg University, Denmark

    4 publications · 176 citations

    4

    h-index

  3. NW
    Nan Wu

    Beijing Institute of Technology, China

    4 publications · 188 citations

    4

    h-index

  4. CN
    Carles Navarro Manchón

    Aalborg University, Denmark

    4 publications · 149 citations

    4

    h-index

  5. WY
    Weijie Yuan

    Southern University of Science and Technology, China

    3 publications · 172 citations

    3

    h-index

1–5 of 102

Institutions

47

  1. Aalborg University

    Aalborg, Denmark

    5 h-index

    14 publications

    614 citations

  2. Beijing Institute of Technology

    Beijing, China

    4 h-index

    13 publications

    658 citations

  3. University of Technology Sydney

    Sydney, Australia

    4 h-index

    7 publications

    212 citations

  4. University College London

    London, United Kingdom

    4 h-index

    9 publications

    441 citations

  5. Technische Universität Dresden

    Dresden, Germany

    3 h-index

    8 publications

    487 citations

  6. Eindhoven University of Technology

    Eindhoven, The Netherlands

    3 h-index

    9 publications

    174 citations

  7. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    2 h-index

    3 publications

    347 citations

  8. RIKEN Center for Brain Science

    Wako, Japan

    2 h-index

    2 publications

    238 citations

1–8 of 47

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 188 citations

    5

    h-index

  2. Bayesian Analysis

    3 publications · 58 citations

    3

    h-index

  3. IEEE Transactions on Signal Processing

    2 publications · 75 citations

    2

    h-index

  4. Entropy

    2 publications · 40 citations

    2

    h-index

  5. IEEE Transactions on Communications

    2 publications · 39 citations

    2

    h-index

1–5